{"id":"W4415878773","doi":"10.1177/02762366251392813","title":"A Descriptive Analysis of Imagination Content","year":2025,"lang":"en","type":"article","venue":"Imagination Cognition and Personality","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Content (measure theory); CLARITY; Perspective (graphical); Mental image; Content analysis; Descriptive statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003498822,0.000076679,0.0001517431,0.0004826834,0.00008944361,0.00003771813,0.00005379285,0.00003122404,0.0009684626],"category_scores_gemma":[0.0001944059,0.00007938929,0.00007005517,0.001083279,0.0002751681,0.0001793782,0.00001353411,0.00007027195,0.000007706551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003556534,"about_ca_system_score_gemma":0.00003821813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461331,"about_ca_topic_score_gemma":0.00003937741,"domain_scores_codex":[0.9991615,0.0001613093,0.0001904884,0.000247894,0.0001465374,0.00009229709],"domain_scores_gemma":[0.9990947,0.0001675973,0.0001117686,0.0001093109,0.0004796678,0.00003692828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002934264,0.002092896,0.3842492,0.00009433385,0.001224249,0.000003201754,0.02982445,0.000003430666,0.04309422,0.4083938,0.004592638,0.1261342],"study_design_scores_gemma":[0.0005027354,0.00002037902,0.9880823,0.00001206442,0.000469549,0.000001703804,0.00480209,0.001130169,0.001785314,0.001741868,0.001371768,0.0000800842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018582,0.0002726938,0.01985903,0.006590007,0.0005128799,0.0002529037,0.0001682823,0.00004861374,0.07043735],"genre_scores_gemma":[0.9965916,0.00002070861,0.00009596679,0.0009003411,0.000009924447,0.00003457232,0.00007349459,0.000002232664,0.00227115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6038331,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878535141748745,"score_gpt":0.4049306807144517,"score_spread":0.3161453292969642,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}